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AugustoOS/README.md

Hi, I'm Augusto πŸ‘‹

Embedded Systems & Firmware Engineer Β· C/C++ Β· Automotive β†’ Edge AI

Location Focus LinkedIn


I build software close to the metal. I'm a Computer Engineering student at CEFET-MG and a software engineering consultant at Zeentech, allocated to Stellantis, where I develop and integrate embedded systems for automotive applications in C/C++ β€” turning MATLAB/Simulink models into production firmware.

Before that, I spent two years as Electronics & Firmware Designer for the Formula SAE team Formula CEFAST, designing PCBs and firmware for STM32, CAN networks and vehicle power management β€” work that helped the team win the Brazilian championship twice.

Now I'm channelling that embedded background into what I enjoy most: running AI at the edge and making it fast β€” quantization, model compression and inference optimization on microcontrollers.

πŸ”­ What I'm into

  • βš™οΈ Embedded & firmware β€” C/C++, STM32, ARM Cortex-M, CAN, real-time systems
  • πŸš— Automotive software β€” model-based design (Simulink β†’ C/C++), drivability, Scrum
  • 🧠 Edge AI / TinyML β€” deploying & optimizing neural nets on constrained hardware (quantization, CMSIS-NN, TFLite Micro)
  • 🧩 Algorithms β€” competitive programming (SBC Programming Marathon 2024)

πŸ› οΈ Tech Stack

C C++ Python JavaScript Java SQL

STM32 ARM Embedded MATLAB Altium

Git Linux VS Code

Currently learning: TensorFlow Lite Micro Β· ONNX Β· TensorRT Β· MLIR/TVM Β· CUDA

πŸ“Œ Featured Projects

Project What it is Stack
🧠 STM32 Edge AI (in progress 🚧) TinyML on an STM32F7 with a full optimization benchmark β€” baseline β†’ INT8 quantization β†’ CMSIS-NN β€” measured on-target (latency / Flash / RAM) C, STM32, TFLite Micro
πŸ€– Automation_OPENPR Python tool that automates review of Simulink models linked to GitHub pull requests Python, Simulink
πŸ•ΉοΈ Galaxian β€” Star Wars Galaxian-style game (computer graphics coursework) JavaScript
β™ŸοΈ Teeko Β· Blackjack Game logic & algorithms C / C++

πŸ† Highlights

  • πŸ₯‡ 2Γ— Formula SAE Brazil Overall Champion (2022, 2023) β€” Electrical/Electronics presenter
  • πŸ‡ΊπŸ‡Έ Presented at Formula SAE International (USA, 2023)
  • πŸ’» Competed in the SBC Programming Marathon representing CEFET-MG (2024)

🌐 Languages

πŸ‡§πŸ‡· Portuguese (native) Β· πŸ‡ΊπŸ‡Έ English (fluent) Β· πŸ‡ͺπŸ‡Έ Spanish (intermediate) Β· πŸ‡«πŸ‡· French (basic)

πŸ“« Let's connect

LinkedIn

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  1. Automation_OPENPR Automation_OPENPR Public

    This PR introduces a Python script that automates the workflow of reviewing Simulink models linked to GitHub pull requests.

  2. Blackjack_in_C Blackjack_in_C Public

    BlackJack game developed in C.

    JavaScript

  3. Sample_ES14_FCM_FIRMWARE Sample_ES14_FCM_FIRMWARE Public

    C

  4. Teeko-game Teeko-game Public

    Teeko game developed in C++.

    C++

  5. utf-cg-TP1-Galaxian_StarWars-AugustoSoares utf-cg-TP1-Galaxian_StarWars-AugustoSoares Public

    Jogo Galaxian inspirado na saga Star Wars

    JavaScript